Deokjae Lee
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
π
Interdisciplinary Bridge
π
Keyword Champion
Conferences
ICML (4)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
neural network pruning
(2)
bayesian optimization
(2)
channel pruning
(2)
neural network optimization
(1)
discrete optimization
(1)
dynamic programming
(1)
quadratic programming
(1)
adversarial attack
(1)
black-box attack
(1)
red teaming
(1)
inference latency
(1)
adversarial testing
(1)
black-box testing
(1)
inference time
(1)
black-box adversarial attack
(1)
discrete sequential datum
(1)
categorical kernel
(1)
query-efficient attack
(1)
cnn depth compression
(1)
quadratically constrained quadratic programming
(1)
Papers
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
ICML 2025
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization
ICML 2024
Query-Efficient Black-Box Red Teaming via Bayesian Optimization
ACL 2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
ICML 2023
Optimal channel selection with discrete QCQP
AISTATS 2022
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization
ICML 2022